Amitav Krishna
Researcher · Software Engineer · Student
High school researcher working at the intersection of quantum computing and machine learning. Currently focused on neural approaches to quantum state reconstruction and denoising.
High school researcher working at the intersection of quantum computing and machine learning. Currently focused on neural approaches to quantum state reconstruction and denoising.
My work focuses on quantum state reconstruction using neural networks. The central challenge is recovering clean quantum states from noisy tomographic measurements — essential for near-term quantum computing where full Quantum Error Correction remains impractical.
A data preprocessing method that enables neural networks to scale from 5-qubit to 8-qubit quantum systems by addressing gradient suppression caused by decoherence-induced scale mismatches.
I am a Grade 10 student in Simcoe, Ontario, and a researcher at The Knowledge Society (TKS). I also work as a software engineer at 8090.inc.
My technical work is primarily in Python, using PyTorch for ML research and Emacs for everything else. I run Fedora with Sway as my daily driver.
The blog, called Boundless Blue, serves as a public journal. The name is a calque of my name: "amitābha" (infinite light/life) and "krishna" (dark/blue) combining into something like "infinite blue" or "boundless blue."
For research collaborations, speaking opportunities, or questions about my work, please reach out via my research email.